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20182026
most citedA Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME

805 citations

Showing 2021Show all

5 papers · 1 filter

q-bio.MN2021★ 11 cited

Known allosteric proteins have central roles in genetic disease

Gyorgy Abrusan, David B. Ascher, Michael Inouye

Allostery is a form of protein regulation, where ligands that bind sites located apart from the active site can modify the activity of the protein. The molecular mechanisms of allo…

cs.LG2021★ 13 cited

Data Assimilation Predictive GAN (DA-PredGAN): applied to determine the spread of COVID-19

Vinicius L. S. Silva, Claire E. Heaney, Yaqi Li +1

We propose the novel use of a generative adversarial network (GAN) (i) to make predictions in time (PredGAN) and (ii) to assimilate measurements (DA-PredGAN). In the latter case, w…

stat.ML2021★ 78 cited

Predicting Depressive Symptom Severity through Individuals' Nearby Bluetooth Devices Count Data Collected by Mobile Phones: A Preliminary Longitudinal Study

Yuezhou Zhang, Amos A Folarin, Shaoxiong Sun +21

The Bluetooth sensor embedded in mobile phones provides an unobtrusive, continuous, and cost-efficient means to capture individuals' proximity information, such as the nearby Bluet…

cs.CL2021★ 9 cited

A preliminary study on evaluating Consultation Notes with Post-Editing

Francesco Moramarco, Alex Papadopoulos Korfiatis, Aleksandar Savkov +1

Automatic summarisation has the potential to aid physicians in streamlining clerical tasks such as note taking. But it is notoriously difficult to evaluate these systems and demons…

cs.CL2021★ 215 cited

A Systematic Review of Natural Language Processing Applied to Radiology Reports

Arlene Casey, Emma Davidson, Michael Poon +9

NLP has a significant role in advancing healthcare and has been found to be key in extracting structured information from radiology reports. Understanding recent developments in NL…